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Table 3 Performance evaluation of the proposed method using the MIT-BIH-AR database

From: Automatic QRS complex detection using two-level convolutional neural network

Record

Total beats

TP

FP

FN

Sen (%)

PPR (%)

DER (%)

Acc (%)

100

2273

2273

0

0

100.00

100.00

0.00

100.00

101

1865

1865

0

0

100.00

100.00

0.00

100.00

103

2084

2084

0

0

100.00

100.00

0.00

100.00

105

2572

2560

0

12

99.53

100.00

0.47

99.53

106

2027

2010

8

17

99.16

99.60

1.23

98.77

107

2137

2137

0

0

100.00

100.00

0.00

100.00

108

1763

1763

0

0

100.00

100.00

0.00

100.00

109

2532

2523

7

9

99.64

99.72

0.63

99.37

111

2124

2124

0

0

100.00

100.00

0.00

100.00

112

2539

2539

0

0

100.00

100.00

0.00

100.00

113

1795

1795

0

0

100.00

100.00

0.00

100.00

114

1879

1872

5

7

99.63

99.73

0.64

99.36

115

1953

1953

0

0

100.00

100.00

0.00

100.00

116

2412

2398

6

14

99.42

99.75

0.83

99.17

117

1535

1535

0

0

100.00

100.00

0.00

100.00

118

2278

2277

1

1

99.96

99.96

0.09

99.91

119

1987

1976

8

11

99.45

99.60

0.96

99.05

121

1863

1863

0

0

100.00

100.00

0.00

100.00

122

2476

2476

0

0

100.00

100.00

0.00

100.00

123

1518

1517

2

1

99.93

99.87

0.20

99.80

124

1619

1617

5

2

99.88

99.69

0.43

99.57

200

2601

2596

1

5

99.81

99.96

0.23

99.77

201

1963

1962

0

1

99.95

100.00

0.05

99.95

202

2136

2136

0

0

100.00

100.00

0.00

100.00

203

2980

2960

5

20

99.33

99.83

0.84

99.16

205

2656

2656

0

0

100.00

100.00

0.00

100.00

207

1860

1856

0

4

99.78

100.00

0.22

99.78

208

2955

2948

2

7

99.76

99.93

0.30

99.70

209

3005

3002

2

3

99.90

99.93

0.17

99.83

210

2650

2634

3

16

99.40

99.89

0.72

99.28

212

2748

2748

0

0

100.00

100.00

0.00

100.00

213

3251

3242

2

9

99.72

99.94

0.34

99.66

214

2262

2256

1

6

99.73

99.96

0.31

99.69

215

3363

3357

3

6

99.82

99.91

0.27

99.73

217

2208

2200

5

8

99.64

99.77

0.59

99.41

219

2154

2150

1

4

99.81

99.95

0.23

99.77

220

2048

2048

0

0

100.00

100.00

0.00

100.00

221

2427

2413

9

14

99.42

99.63

0.95

99.06

222

2483

2483

0

0

100.00

100.00

0.00

100.00

223

2605

2587

9

18

99.31

99.65

1.04

98.97

228

2053

2034

6

19

99.07

99.71

1.22

98.79

230

2256

2256

0

0

100.00

100.00

0.00

100.00

231

1571

1571

0

0

100.00

100.00

0.00

100.00

232

1780

1780

1

0

100.00

99.94

0.06

99.94

233

3079

3053

7

26

99.16

99.77

1.07

98.93

234

2753

2752

0

1

99.96

100.00

0.04

99.96

Overall

105,078

104,837

99

241

99.77

99.91

0.32

99.68